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Klaus Knobloch
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2020 – today
- 2024
- [c10]Jiaxin Huang, Bernhard Vogginger, Florian Kelber, Hector A. Gonzalez, Klaus Knobloch, Christian Georg Mayr:
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-Core Heterogeneous Neuromorphic Platform SpiNNaker2. ICONS 2024: 117-123 - [c9]Jann Krausse, Sven Nitzsche, Brian Pachideh, Carmen Weigelt, Klaus Knobloch, Jürgen Becker:
Exploring Neuronal Leakage for Spiking Neural Networks on Event-Driven Hardware. ICONS 2024: 140-147 - [c8]Jann Krausse, Moritz Neher, Iris Fürst-Walter, Carmen Weigelt, Tanja Harbaum, Klaus Knobloch, Jürgen Becker:
On Metric-Driven Development of Embedded Neuromorphic AI. SOCC 2024: 1-6 - [i2]Jiaxin Huang, Bernhard Vogginger, Florian Kelber, Hector A. Gonzalez, Klaus Knobloch, Christian Georg Mayr:
Fast Switching Serial and Parallel Paradigms of SNN Inference on Multi-core Heterogeneous Neuromorphic Platform SpiNNaker2. CoRR abs/2406.17049 (2024) - [i1]Alexandru Vasilache, Jann Krausse, Klaus Knobloch, Jürgen Becker:
Hybrid Spiking Neural Networks for Low-Power Intra-Cortical Brain-Machine Interfaces. CoRR abs/2409.04428 (2024) - 2023
- [c7]Jiaxin Huang, Florian Kelber, Bernhard Vogginger, Binyi Wu, Felix Kreutz, Pascal Gerhards, Daniel Scholz
, Klaus Knobloch, Christian Georg Mayr:
Efficient Algorithms for Accelerating Spiking Neural Networks on MAC Array of SpiNNaker 2. AICAS 2023: 1-5 - [c6]Pascal Gerhards, Martin Weih, Jiaxin Huang, Klaus Knobloch, Christian Georg Mayr:
Hybrid Spiking and Artificial Neural Networks for Radar-Based Gesture Recognition. ICFSP 2023: 83-87 - 2022
- [c5]Jiaxin Huang, Bernhard Vogginger, Pascal Gerhards, Felix Kreutz, Florian Kelber, Daniel Scholz
Real-time Radar Gesture Classification with Spiking Neural Network on SpiNNaker 2 Prototype. AICAS 2022: 362-365 - [c4]Jiaxin Huang, Pascal Gerhards, Felix Kreutz, Bernhard Vogginger, Florian Kelber, Daniel Scholz
Spiking Neural Network based Real-time Radar Gesture Recognition Live Demonstration. AICAS 2022: 500 - [c3]Pascal Gerhards, Felix Kreutz, Klaus Knobloch, Christian Georg Mayr:
Radar-Based Gesture Recognition with Spiking Neural Networks. ICFSP 2022: 40-44 - [c2]Daniel Scholz, Florian Hauer, Klaus Knobloch, Christian Mayr:
Improvement of Rejection for AI Safety through Loss-Based Monitoring. AISafety@IJCAI 2022 - 2021
- [c1]Felix Kreutz, Pascal Gerhards, Bernhard Vogginger, Klaus Knobloch, Christian Georg Mayr:
Applied Spiking Neural Networks for Radar-based Gesture Recognition. EBCCSP 2021: 1-4
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